| | --- |
| | license: mit |
| | --- |
| | <div align="center"> |
| |
|
| | # LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis |
| |
|
| | Chang Liu, Rui Li, Kaidong Zhang, Xin Luo, Dong Liu |
| |
|
| | [[`Paper`]]((https://arxiv.org/pdf/2305.11520)) / [[`Project`]](https://alonzoleeeooo.github.io/LCDG/) / [[`GitHub`]](https://github.com/AlonzoLeeeooo/LCDG) / [[`ModelScope`]](https://modelscope.cn/models/AlonzoLeeeoooo/LaCon) / [`Demo`] |
| | </div> |
| |
|
| | Official pre-trained model weights of the paper titled "LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis". |
| |
|
| | # Model Weights Structure |
| | ``` |
| | LaCon/ |
| | └── data-preprocessing |
| | ├── bdcn.pth <----- Model weights of BDCN edge detector (Place in `data-preprocessing/bdcn-edge-detection/checkpoints`) |
| | ├── vgg16.pth <----- Preresquisites of BDCN edge detector (Place in `data-preprocessing/bdcn-edge-detection/checkpoints`) |
| | └── u2net.pth <----- Model weights of U2-Net saliency detector (Place in `data-preprocessing/u2net-saliency-detection/checkpoints`) |
| | └── sd-checkpoints |
| | ├── sd-v1-4.ckpt <----- SD v1.4 |
| | ├── kl-f8.ckpt <----- VAE model of SD v1.4 |
| | ├── sd-celebahq.ckpt <----- SD CelebA-HQ |
| | └── vq-f4.ckpt <----- VAE model of SD CelebA-HQ |
| | ├── sdv14_edge.pth <----- Condition aligner based on SD v1.4, for edge conditions |
| | ├── sdv14_color.pth <----- Condition aligner based on SD v1.4, for color conditions |
| | ├── sdv14_mask.pth <----- Condition aligner based on SD v1.4, for mask conditions |
| | ├── sd_celeb_edge.pth <----- Condition aligner based on SD CelebA-HQ, for edge conditions |
| | └── sd_celeb_stroke.pth <----- Condition aligner based on SD CelebA-HQ, for color conditions |
